sociable systems.

GrieVoice Overview

Landing page — stats, demo grid, architecture overview, channel specs.

GrieVoice

AI-Powered Grievance Systems for Worker Voice

Voice-first grievance collection that reaches workers regardless of literacy level, language, or technology access. IFC-compliant, multilingual, and cost-effective.

90%+
Resolution Rate
$0.26-0.65
Per Conversation
3
Languages (EN/PT/SW)
24/7
Availability

See It In Action

Interactive demonstrations—click through to explore how the system works

Simulator

📱 Worker Experience

Experience what it's like to call in a grievance. Press the mic, watch the transcript appear, see it get categorized and routed, receive your case reference.

Try the Simulator →
Calculator

📊 Impact Calculator

Input your workforce size and grievance volume. See projected improvements in accessibility, resolution time, and cost per grievance.

Calculate Impact →
Planner

🗺️ Implementation Roadmap

Six-phase implementation framework with interactive tracking. See what each phase involves, check off action items, track progress.

View Roadmap →
Demo

🔒 Privacy & Trust

See the privacy features in action: anonymization toggles, PII detection, encryption indicators. What "confidential" actually looks like.

Explore Privacy →

Multi-Channel Architecture

All intake channels feed into the same processing layer and unified database

🎙️
Voice Agent
✓ Live
📝
Web Form
✓ Built
💬
WhatsApp Voice
Planned
📞
USSD
Planned
⚙️
AI Processing
Transcription → Translation → Extraction → Classification
🗄️
Database
✓ Live
📈
Dashboard
✓ Live

New channels can be added without modifying existing infrastructure. Categories, languages, and routing rules are configurable per deployment.

Channel Specifications

Technical details for planned integrations

💬 WhatsApp Voice

Workers record voice messages on WhatsApp. System transcribes, translates (PT/SW→EN), extracts fields, sends confirmation with case reference. Async—works when convenient, not limited to call hours.

Via Twilio + Whisper API $0.04-0.12/msg

📞 USSD

Menu-driven intake from any phone—no smartphone, no data, no app required. Dial *123#, navigate menus to select category and location, type brief description. Works on basic Nokia handsets.

Via Africa's Talking $0.01-0.02/session

🎙️ Real-Time Voice

Live conversation with empathic voice agent. Emotion detection adjusts tone. Can ask clarifying questions, handle complex cases. Best for sensitive grievances requiring back-and-forth.

Via Hume EVI + Claude $0.26-0.65/call

Ready to Discuss?

Whether you're exploring options or ready to pilot, I'm happy to walk through how this would work for your specific context.

GrieVoice by Khayali

20+ years experience in social impact assessment, resettlement, and grievance management across major infrastructure projects